SOTAVerified

Retrieval

A methodology that involves selecting relevant data or examples from a large dataset to support tasks like prediction, learning, or inference. It enhances models by providing context or additional information, often used in systems like retrieval-augmented generation or in-context learning.

Papers

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Showing 1251–1300 of 14297 papers

TitleStatusHype
Advancing Generative Artificial Intelligence and Large Language Models for Demand Side Management with Internet of Electric Vehicles—0
Zero-Shot Interactive Text-to-Image Retrieval via Diffusion-Augmented Representations—0
Improving Retrieval-Augmented Generation through Multi-Agent Reinforcement LearningCode2
Federated Retrieval Augmented Generation for Multi-Product Question Answering—0
ASRank: Zero-Shot Re-Ranking with Answer Scent for Document Retrieval—0
Graph-Based Cross-Domain Knowledge Distillation for Cross-Dataset Text-to-Image Person Retrieval—0
CG-RAG: Research Question Answering by Citation Graph Retrieval-Augmented LLMs—0
Technology Mapping with Large Language Models—0
SEAL: Scaling to Emphasize Attention for Long-Context Retrieval—0
CFT-RAG: An Entity Tree Based Retrieval Augmented Generation Algorithm With Cuckoo FilterCode1
WaveMax: Radar Waveform Design via Convex Maximization of FrFT Phase Retrieval—0
GraPPI: A Retrieve-Divide-Solve GraphRAG Framework for Large-scale Protein-protein Interaction ExplorationCode0
Search results diversification in competitive search—0
Causal Graphs Meet Thoughts: Enhancing Complex Reasoning in Graph-Augmented LLMsCode0
Wormhole Memory: A Rubik's Cube for Cross-Dialogue Retrieval—0
Interpretability Analysis of Domain Adapted Dense Retrievers—0
Chain-of-Retrieval Augmented Generation—0
Low-rank Prompt Interaction for Continual Vision-Language RetrievalCode1
Fast Think-on-Graph: Wider, Deeper and Faster Reasoning of Large Language Model on Knowledge GraphCode2
On Correlating Factors for Domain Adaptation Performance—0
GraphRAG under Fire—0
RELexED: Retrieval-Enhanced Legal Summarization with Exemplar Diversity—0
StreamingRAG: Real-time Contextual Retrieval and Generation Framework—0
LeCoPCR: Legal Concept-guided Prior Case Retrieval for European Court of Human Rights cases—0
Revisiting CLIP: Efficient Alignment of 3D MRI and Tabular Data using Domain-Specific Foundation ModelsCode0
CAPRAG: A Large Language Model Solution for Customer Service and Automatic Reporting using Vector and Graph Retrieval-Augmented Generation—0
Retrievals Can Be Detrimental: A Contrastive Backdoor Attack Paradigm on Retrieval-Augmented Diffusion Models—0
RPO: Retrieval Preference Optimization for Robust Retrieval-Augmented Generation—0
Automatic Fact-Checking with Frame-Semantics—0
Improving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced Optimization—0
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering—0
RAMQA: A Unified Framework for Retrieval-Augmented Multi-Modal Question AnsweringCode0
Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in RecommendationCode0
K-COMP: Retrieval-Augmented Medical Domain Question Answering With Knowledge-Injected CompressorCode0
Large Vision-Language Models for Knowledge-Grounded Data Annotation of MemesCode0
Retrieval-Augmented Neural Field for HRTF Upsampling and PersonalizationCode0
Triplet Synthesis For Enhancing Composed Image Retrieval via Counterfactual Image Generation—0
Hybrid Losses for Hierarchical Embedding LearningCode0
WisdomBot: Tuning Large Language Models with Artificial Intelligence Knowledge—0
RAG-Reward: Optimizing RAG with Reward Modeling and RLHF—0
Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home—0
Deep Learning-Based Identification of Inconsistent Method Names: How Far Are We?—0
Multi-Modality Transformer for E-Commerce: Inferring User Purchase Intention to Bridge the Query-Product Gap—0
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language ModelsCode7
Assisting Mathematical Formalization with A Learning-based Premise RetrieverCode1
Optimizing Leaky Private Information Retrieval Codes to Achieve O( K) Leakage Ratio Exponent—0
Med-R^2: Crafting Trustworthy LLM Physicians via Retrieval and Reasoning of Evidence-Based MedicineCode1
ALoFTRAG: Automatic Local Fine Tuning for Retrieval Augmented GenerationCode0
TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation—0
Chat3GPP: An Open-Source Retrieval-Augmented Generation Framework for 3GPP DocumentsCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53—Unverified
2ElasticsearchQueries per second21.8—Unverified
3BM25-PTQueries per second6.49—Unverified
4Rank-BM25Queries per second1.18—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88—Unverified
2ElasticsearchQueries per second7.11—Unverified
3Rank-BM25Queries per second0.04—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85—Unverified
2ElasticsearchQueries per second12.16—Unverified
3Rank-BM25Queries per second0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32—Unverified
2RA-VQARecall@582.84—Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55—Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222—Unverified